{"id":"W4407133265","doi":"10.34067/kid.0000000723","title":"Lived Experiences of Older Adults with Advanced CKD and Their Caregivers","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; Seven Oaks General Hospital; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Manitoba Medical Service Foundation","keywords":"Stressor; Thematic analysis; Coping (psychology); Kidney disease; Psychological intervention; Medicine; Focus group; Social support; Qualitative research; Gerontology; Psychology; Clinical psychology; Nursing; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003199816,0.00008148726,0.00018406,0.00007421124,0.00002746109,0.000006672849,0.00004326319,0.00001934774,0.00009589742],"category_scores_gemma":[0.00002537613,0.00004675364,0.00004243283,0.0001475382,0.00009770041,0.00002754314,0.00003276834,0.00003013143,0.000001138236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009723228,"about_ca_system_score_gemma":0.000047904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002212642,"about_ca_topic_score_gemma":0.000002333849,"domain_scores_codex":[0.9995449,0.00001114473,0.00009500634,0.0001634956,0.00009485251,0.00009064755],"domain_scores_gemma":[0.9996535,0.0000127438,0.00003636899,0.0001491162,0.00005509386,0.00009314823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003737102,0.001385319,0.009865117,0.003588447,0.001942944,0.0001237942,0.6317777,0.00003502764,0.007774784,0.001355853,0.02346328,0.3149506],"study_design_scores_gemma":[0.01057696,0.0008295516,0.07993585,0.004217982,0.0005764487,0.000003442294,0.8517314,0.0004495741,0.03279963,0.00005938525,0.01848525,0.0003345732],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793724,0.0009068196,0.0001308985,0.0004681876,0.00006201537,0.000257777,0.000002215737,0.00001747004,0.01878224],"genre_scores_gemma":[0.9979969,0.0001274597,0.0001618177,0.0003791477,0.00001145015,0.00003467505,0.000008417699,0.000004032448,0.00127605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146161,"threshold_uncertainty_score":0.1906558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00436948332881928,"score_gpt":0.2285884829489586,"score_spread":0.2242189996201393,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}